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660 Publications
2021 | Journal Article | IST-REx-ID: 9698 | 
Keith, J. A., Valentin Vassilev-Galindo, V., Cheng, B., Chmiela, S., Gastegger, M., Müller, K.-R., & Tkatchenko, A. (2021). Combining machine learning and computational chemistry for predictive insights into chemical systems. Chemical Reviews. American Chemical Society. https://doi.org/10.1021/acs.chemrev.1c00107
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| arXiv
2021 | Journal Article | IST-REx-ID: 12309 |
Verzobio, M. (2021). Primitive divisors of elliptic divisibility sequences for elliptic curves with j=1728. Acta Arithmetica. Institute of Mathematics, Polish Academy of Sciences. https://doi.org/10.4064/aa191016-30-7
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2021 | Journal Article | IST-REx-ID: 12308 |
Verzobio, M. (2021). Primitive divisors of sequences associated to elliptic curves with complex multiplication. Research in Number Theory. Springer Nature. https://doi.org/10.1007/s40993-021-00267-9
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2021 | Conference Abstract | IST-REx-ID: 12909 |
Schlögl, A., Elefante, S., Hornoiu, A., & Stadlbauer, S. (2021). Managing software on a heterogenous HPC cluster. In ASHPC21 – Austrian-Slovenian HPC Meeting 2021 (p. 5). Virtual: University of Ljubljana. https://doi.org/10.3359/2021hpc
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2021 | Conference Paper | IST-REx-ID: 11458 |
Peste, E.-A., Iofinova, E. B., Vladu, A., & Alistarh, D.-A. (2021). AC/DC: Alternating Compressed/DeCompressed training of deep neural networks. In 35th Conference on Neural Information Processing Systems (Vol. 34, pp. 8557–8570). Virtual, Online: Curran Associates.
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| arXiv
2021 | Journal Article | IST-REx-ID: 10585 |
Brooks, M., Lemeshko, M., Lundholm, D., & Yakaboylu, E. (2021). Emergence of anyons on the two-sphere in molecular impurities. Atoms. MDPI. https://doi.org/10.3390/atoms9040106
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| arXiv
2021 | Conference Paper | IST-REx-ID: 13147 |
Alimisis, F., Davies, P., & Alistarh, D.-A. (2021). Communication-efficient distributed optimization with quantized preconditioners. In Proceedings of the 38th International Conference on Machine Learning (Vol. 139, pp. 196–206). Virtual: ML Research Press.
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2021 | Conference Paper | IST-REx-ID: 13146 |
Nguyen, Q., Mondelli, M., & Montufar, G. (2021). Tight bounds on the smallest Eigenvalue of the neural tangent kernel for deep ReLU networks. In Proceedings of the 38th International Conference on Machine Learning (Vol. 139, pp. 8119–8129). Virtual: ML Research Press.
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2021 | Conference Paper | IST-REx-ID: 10665 |
Henzinger, T. A., Lechner, M., & Zikelic, D. (2021). Scalable verification of quantized neural networks. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 35, pp. 3787–3795). Virtual: AAAI Press.
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| arXiv
2021 | Conference Paper | IST-REx-ID: 10667 |
Lechner, M., Žikelić, Ð., Chatterjee, K., & Henzinger, T. A. (2021). Infinite time horizon safety of Bayesian neural networks. In 35th Conference on Neural Information Processing Systems. Virtual. https://doi.org/10.48550/arXiv.2111.03165
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2021 | Journal Article | IST-REx-ID: 13358 |
Ryssy, J., Natarajan, A. K., Wang, J., Lehtonen, A. J., Nguyen, M., Klajn, R., & Kuzyk, A. (2021). Light‐responsive dynamic DNA‐origami‐based plasmonic assemblies. Angewandte Chemie International Edition. Wiley. https://doi.org/10.1002/anie.202014963
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2021 | Book Chapter | IST-REx-ID: 13360
Bian, T., Chu, Z., & Klajn, R. (2021). Controlling Self‐Assembly of Nanoparticles Using Light. In N. Giuseppone & A. Walther (Eds.), Out‐of‐Equilibrium (Supra)molecular Systems and Materials (pp. 241–273). Wiley. https://doi.org/10.1002/9783527821990.ch9
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2021 | Journal Article | IST-REx-ID: 13357 |
Bian, T., Gardin, A., Gemen, J., Houben, L., Perego, C., Lee, B., … Klajn, R. (2021). Electrostatic co-assembly of nanoparticles with oppositely charged small molecules into static and dynamic superstructures. Nature Chemistry. Springer Nature. https://doi.org/10.1038/s41557-021-00752-9
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| PubMed | Europe PMC
2021 | Research Data Reference | IST-REx-ID: 13072 |
McCartney DL, Hillary RF, Conole EL, Trejo Banos D, Gadd DA, Walker RM, Nangle C, Flaig R, Campbell A, Murray AD, Munoz Maniega S, del C Valdes-Hernandez M, Harris MA, Bastin ME, Wardlaw JM, Harris SE, Porteous DJ, Tucker-Drob EM, McIntosh AM, Evans KL, Deary IJ, Cox SR, Robinson MR, Marioni RE. 2021. Blood-based epigenome-wide analyses of cognitive abilities, Zenodo, 10.5281/ZENODO.5794028.
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2021 | Research Data Reference | IST-REx-ID: 13068 |
Randriamanantsoa, S., Papargyriou, A., Maurer, C., Peschke, K., Schuster, M., Zecchin, G., … Bausch, A. R. (2021). Spatiotemporal dynamics of self-organized branching in pancreas-derived organoids. Zenodo. https://doi.org/10.5281/ZENODO.5148117
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2021 | Journal Article | IST-REx-ID: 7551 |
Fredes Tolorza, F. A., Silva Sifuentes, M. A., Koppensteiner, P., Kobayashi, K., Jösch, M. A., & Shigemoto, R. (2021). Ventro-dorsal hippocampal pathway gates novelty-induced contextual memory formation. Current Biology. Elsevier. https://doi.org/10.1016/j.cub.2020.09.074
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2021 | Journal Article | IST-REx-ID: 7463 |
Lombardi, F., Shriki, O., Herrmann, H. J., & de Arcangelis, L. (2021). Long-range temporal correlations in the broadband resting state activity of the human brain revealed by neuronal avalanches. Neurocomputing. Elsevier. https://doi.org/10.1016/j.neucom.2020.05.126
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2021 | Technical Report | IST-REx-ID: 6995 |
Samarasinghe, R. A., Miranda, O., Buth, J. E., Mitchell, S., Ferando, I., Watanabe, M., … Novitch, B. G. (2021). Identification of neural oscillations and epileptiform changes in human brain organoids (Vol. 24). Springer Nature. https://doi.org/10.1038/s41593-021-00906-5
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2021 | Journal Article | IST-REx-ID: 6965 |
Rychlewicz, K. P. (2021). The positivity of local equivariant Hirzebruch class for toric varieties. Bulletin of the London Mathematical Society. Wiley. https://doi.org/10.1112/blms.12442
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| arXiv
2021 | Journal Article | IST-REx-ID: 8253 |
Zenke, F., & Vogels, T. P. (2021). The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks. Neural Computation. MIT Press. https://doi.org/10.1162/neco_a_01367
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